Topic 11 Introduction to Separation Science

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    SKA6014

    ADVANCED ANALYTICAL CHEMISTRY

    TOPIC 14Introduction to Separation Science

    Azlan Kamari, PhD

    Department of ChemistryFaculty of Science and Mathematics

    Universiti Pendidikan Sultan Idris

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    Introduction to Separations Science

    What is separations science?

    A collection of techniques for separating complex

    mixtures of analytes

    Most separations are not an analytical technique in their

    own right, until combined with an analytical detector

    (often a type of spectrometer)

    Key analytical branches:

    - chromatography- electrophoresis

    - extraction

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    What is a Separation?

    ( a + b + c + d + ) (a) + (b) + ( c ) + (d) +

    COMPLETE SEPARATION

    ( a + b + c + d + ) (a) + ( b + c + d + ..)PARTIAL SEPARATION

    ( a + b + c + d + ) ( a + b ) + ( b+ a) + ..

    ENRICHMENTDETECTION

    Separations are key aspects of many modern analytical

    methods. Real world samples contain many analytes,

    most analytical methods do not offer sufficient selectivity to

    be able to speciate all the analytes that might be present.

    Most separation methods involve separation of the

    analytes into distinct chemical species, followed bydetection:

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    Basic Types of Separations

    Liquid Column ChromatographyLiquid- Liquid (partition) chromatography (LLC)

    stationary and mobile phases (immiscible)

    Liquid -Solid (adsorption) chromatography (LSC)

    Ion exchange chromatography (IEC)

    Exclusion chromatography (EC)

    Gas-Liquid chromatography(GLC)

    Gas-Solid chromatography(GSC)

    Separation Methods Based on Phase Equilibria

    Gas-Liquid Gas-Solid Liquid-Liquid Liquid-SolidDistillation Adsorption Extraction Precipitation chrom

    Sublimation Gas- Liquid Liq-Liq Chrom Zone meltingFoam Fractionation Molecular sieves Exclusion Fractional crystallization

    Ion Exchange

    Adsorption

    Exclusion

    Molecular sieves

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    Basic Types of Separations

    Separation methods based on rate processes

    Barrier Separation Field Separations Other

    membrane filtration electrophoresis molecular distillation

    dialysis ultracentrifugation enzyme degradation

    electro-dialysis thermal diffusion destructive distillation

    electro-osmosis electrodeposition

    reverse osmosis mass spectrometry

    gaseous diffusion

    Particle Separation methods

    FiltrationSedimentation

    Elutriation

    Centrifugation

    Particle electrophoresis

    Electrostatic precipitation

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    The 100-Year History of Separations

    Russian chemist and botanist Michael Tswett coined theterm chromatography

    Chromatography was the first major separation science Tswett worked on the separation of plant pigments,

    published the first paper about it in 1903, and tested >100

    stationary phases

    Separated chlorophyll pigments by their color using CaCO3 (chalk),a polar stationary phase, and petroleum ethers/ethanol/CS2

    Mikhail Tswett , Physical chemical studies on chlorophyll adsorptions

    Berichte der Deutschen botanischen Gesellschaft24, 316-23 (1906)

    Tswetts original adsorption chromatography apparatus

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    History of Analytical Chromatography

    Chromatography was rediscovered by

    Kuhn in 1931, when its analyticalsignificance was appreciated

    Chromatography very rapidly gainedinterest:Kuhn (Nobel prize in Chemistry

    1937) separates caretenoids and vitamins

    1938 and 1939:Karrier and Ruzicka,Nobel prizes in Chemistry

    1940:established analytical technique 1948:A. Tiselius, Nobel prize for

    electrophoresis and adsorption

    1952:A. J. P. Martin and R. L. M. Synge,

    Nobel prize for partition chromatography,develop plate theory

    1950-1960: Golay and Van Deemterestablish theory of GC and LC

    1965: Instrumental HPLC developed

    Photographs from www.nobelprize.org

    A. Tiselius

    R. Kuhn A. J. P. Martin

    R. L. M. Synge

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    Introduction to Chromatography: Terminology

    IUPAC Definition: chromatography is a physical method of

    separation in which the components to be separated aredistributed between two phases, one of which is stationary

    while the other moves in a definite direction

    Stationary phase (SP): common name for the column

    packing material in any type of chromatography

    Mobile phase (MP): liquid media that continuously flows

    through the column and carries the analytes

    Analyte: the chemical species being investigated (detectedand quantitatively measured) by an analytical method

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    Basic Classification of Chromatographic Methods

    Column Chromatography

    stationary phase is held in a narrow tube through whichmobile phase is forced under pressure

    Liquid chromatography

    Mobile phase is a liquid solvent

    Gas chromatography

    Mobile phase is a carrier gas

    Supercritical fluid chromatography

    Mobile phase is a supercritical fluid

    Planar chromatography stationary phase is supported on a flat plate or in the pores

    of a paper (e.g. TLC)

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    Separation of a Two-component Mixture

    This demonstrates the basic concept of continuous elution

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    Chromatograms and Electropherograms

    Dead time (volume): the mobile phase holdup time, or the time it takes

    for an unretained analyte to reach the detector

    A chromatogram or electropherogram shows detector

    response to analyte presence/concentration

    tM

    (tR)A

    wB

    tM = dead time (a.k.a. t0)

    tR = retention time

    wB = peak width at base

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    A Typical LC Chromatogram

    This is a typical HPLC UV-detected chromatogram for a fairly

    simple mixture of a drug and a degradation product

    Note the upward-sloping baseline (we will explain when we

    discuss gradient elution)

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    Detector Peaks in Separation Sciences

    Peak shapes in separation

    sciences are generally Gaussianin nature, reflecting the

    fundamental nature of the

    processes at work (e.g. diffusion)

    In practice, real peaks are

    generally slightly asymmetric

    Fronting peaks

    Tailing peaks

    Gaussian

    Tailing

    Fronting

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    A way to characterize chromatographic retention is to

    measure the time between injection and the maximum ofthe detector response for the analyte. This parameter,

    which is usually called the retention time tR, is inversely

    proportional to the eluent flow rate.

    Retention time is dictated by physics and chemistry: Chemistry (factors that influence distribution)

    stationary phase: type and properties

    mobile phase: composition and properties

    intermolecular forces Temperature

    Physics (flow, hydrodynamics)

    mobile phase velocity

    column dimensions

    Retention Time

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    Retention Volume

    The product of the retention time and the eluent flow rate

    (F) is called the retention volume VRand represents the

    volume of the eluent passed through the column while

    eluting a particular analyte

    Component retention volume VR can be divided into two

    parts:

    Reduced retention volume, which is the volume of the eluent

    that passed through the column while the component was

    stuck to the surface.

    Dead volume, which is the volume of the eluent that passed

    through the column while the component was moving with

    the liquid phase.

    FtVRR

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    Mobile Phase Velocity The average linear velocity of analyte migration (in cm/s)

    through a column is obtained by dividing the length of the

    packed column (L) by the analytes retention time:

    Rt

    L

    The average linear velocity of the mobile phase is just:

    Mt

    Lu

    Flow rate (mL/min) (F) is commonly used as anexperimental parameter, it is related to the cross sectional

    area of the column and its porosity:

    02 urF

    L = length of column

    tR= retention time of analyte

    tM= retention time of mobile phase (dead time)

    u0= linear velocity at column outlet

    = fraction of column volume accessible to liquid

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    Retention and Differential Migration in

    Chromatography

    Note: the arrows represent approximate equilibration

    Distribution constant

    (partition ratio, partition

    coefficient):

    KBKA

    AM

    ASA ccK /

    B

    M

    B

    SB ccK /

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    Relationship Between Retention Time and

    Distribution Constant

    soluteofmolestotal

    phasemobileinsoluteofmoles u

    MMSSSSMM

    MM

    VcVcu

    VcVc

    Vcu

    /1

    1

    MS VKVu /1

    1

    M

    S

    V

    KVk

    Need to convert distribution constants into something

    measurable first express rate as a fraction of mobilephase velocity:

    average linear

    velocity of

    analyte migration average linearvelocity of MP

    Define k:

    Substitute indefinition ofK

    k

    u

    1

    1

    Then substitute

    in definitions ofu

    and kt

    L

    t

    L

    MR

    1

    1

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    This leads to the definition k as the retention factor:

    The more universal and fundamental retention parameteris the ratio of the retention volume to the dead volume

    The parameterkis also known (especially in the earlier

    literature) as the capacity factork'

    The Retention Factork

    M

    MR

    M

    MR

    V

    VV

    t

    ttk

    M

    R

    M

    R

    V

    V

    t

    tk

    kt

    L

    t

    L

    MR 1

    1

    rearrange

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    Relative Migration Rates: The Selectivity Factor

    A

    B

    A

    B

    AR

    BR

    MAR

    MBR

    K

    K

    k

    k

    t

    t

    tt

    tt

    ,

    ,

    '

    '

    )(

    )(

    Selectivity factor (): the ability of a given stationary

    phase to separate two components

    is by definition > 1 (i.e. the numerator is always larger

    than the denominator)

    is independent of the column efficiency; it only

    depends on the nature of the components, eluent type,eluent composition, and adsorbent surface chemistry. In

    general, if the selectivity of two components is equal to

    1, then there is no way to separate them by improving

    the column efficiency.

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    Band Broadening (Column Efficiency)

    After injection, a narrow chromatographic band is

    broadened during its movement through the column. The higher the column band broadening, the smaller the

    number of components that can be separated in a given

    time.

    The sharpness of the peak is an indication of theefficiency of the column.

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    Separation Efficiency and Peak Width

    The peak width is an indication of peak sharpness and, in

    general, an indication of the column efficiency . However,the peak width is dependent on a number of parameters :

    column length

    flow rate

    particle size

    In absence of the specific interactions or sample

    overloading, the chromatographic peak can be

    represented by a Gaussian curve with the standard

    deviation . The ratio of standard deviation to the peak

    retention time /tR is called the relative standard

    deviation, which is independent of the flow rate.

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    Theoretical Plates

    A plate: an equilibration step (or zone) between the

    analytes, mobile phase, and stationary phase (comes

    from distillation theory)

    Number of theoretical plates (N): the number of plates

    achieved in a separation (increases with longer columns)

    Plate height (H): a measure of the separationefficiency of e.g. the column

    Smaller H is better

    Also known as HETP (height equivalent to a

    theoretical plate)

    Measures how efficiently the column is packed

    Plate equation:

    N

    LH

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    Calculating Theoretical Plates

    The convention today is to describe the efficiency of a

    chromatographic column in terms of the plate number N,defined by:

    2

    RtN

    In practice, it is more convenient to measure peak width

    either at the base line, or at the half height, and not at

    0.609 of the peak height, which actually correspond to 2 .

    2

    216

    B

    R

    W

    tN

    2

    2/1

    2

    545.5W

    tN R

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    Band Broadening Processes

    t0

    later latest

    t1 t2

    Non-column Broadening Dispersion of analyte in:

    Dead volume of an injector

    Volume between injector and column

    Volume between column and detector

    Column Broadening

    Van Deemter and related model

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    Band Broadening Theory

    Column band broadening originates from three main

    sources: multiple paths of an analyte through the column

    packing (A)

    molecular diffusion (B)

    effect of mass transfer between phases (C)

    In 1956, J.J. Van Deemter introduced the first equation

    which combined all three sources and represented them

    as the dependence of the theoretical plate height (H) and

    the mobile phase linear velocity (u)

    R l ti hi B t Pl t H i ht d

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    Relationship Between Plate Height and

    Separation Variables

    Remember:Mt

    Lu

    tM= retention time of mobile phase (dead time)

    The Van Deemter equation is made up of several terms:

    Cuu

    BAH

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    Van Deemter A Term

    The A Term: Eddy diffusion

    molecules may travel unequal distances in a packedcolumn bed

    particles (if present) cause eddies and turbulence

    A depends on size of stationary particles (small is best)

    and their packing quality (uniform is best)

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    Van Deemter A Term

    pdH 2

    The first cause of band broadening is differing flow

    velocities through the packed column

    This may be written as:

    In this equation, His the plate height arising from the

    variation in the zone flow velocity, dp is the average

    particle diameter, and is a constant that is close to

    unity

    Hgets worse (larger) as the particle diameter increases

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    Note: The functional form of the term is B/u

    Mobile phase

    Van Deemter B Term

    The B Term: Longitudinal diffusion

    The concentration of analyte is less at the edges of the

    band than at the center.

    The analyte diffuses out from the center to the edges.

    Ifu is high or the diffusion constant of the analyte is low,

    the B term has less of a detrimental effect

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    Van Deemter B Term

    u

    D

    u

    BH m2

    In this equation, Dmis the analyte diffusion coefficient in the

    mobile phase, is a factor that is related to the diffusion

    restriction by the column packing (hindrance factor), and u

    is the flow velocity.

    The higher the eluent velocity, the lower the diffusion effect on the

    band broadening

    Molecular diffusion in the liquid phase is about five orders of

    magnitude lower than that in the gas phase, thus this effect is limited

    for LC, but important for GC

    The longitudinal diffusion (along the column long axis) leads

    to band broadening of the chromatographic zone. Thisprocess may be described by the equation:

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    mobile phase

    Stationary phase (SP)analyte attracted onto SP

    movement onto SPmovement off SP

    Van Deemter C Term

    Resistance to Mass Transfer:

    The analyte takes a certain amount of time to equilibrate betweenthe stationary phase and the mobile phase

    If the velocity of the mobile phase is high, and an analyte has a

    strong affinity for the stationary phase, then the analyte in the

    mobile phase will move ahead of the analyte in the stationary phase

    The band of analyte is broadened The higher the velocity of the mobile phase, the worse the

    broadening becomes

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    where dp is the particle diameter, dfis the thickness of the film,DMandDS

    are the diffusion coefficients of the analyte in the mobile/stationaryphases, and u is the flow velocity

    Van Deemter C Term

    uD

    dkfuD

    dkfuCuCHM

    p

    S

    f

    MS

    22 )(')(

    The C term is given by two parts (for MP and SP):

    The slower the velocity, the more uniformly analyte

    molecules may penetrate inside the particle, and the less

    the effect of different penetration on the efficiency.

    On the other hand, at the faster flow rates the elution

    distance between molecules with different penetration

    depths will be high.

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    The Combined Van Deemter Equation

    uD

    dkfu

    D

    dkf

    u

    DdH

    M

    p

    S

    fmp

    22 )(')(22

    A B C

    The most significant

    result is that there is an

    optimum eluent flow rate

    where the separationefficiency will be the

    best, and it is similar for

    many compounds

    R l i

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    Resolution

    BA

    ARBRsWW

    ttR

    )()(2

    k

    kNR

    s

    11

    4

    The selectivity factor, , describes the separation of band

    centers but does not take into account peak widths. Another

    measure of how well species have been separated is providedby measurement of the resolution.

    The resolution of two species, A and B, is defined as

    Baseline resolution is achieved when Rs = 1.5

    The resolution is related to the number of column plates (N), the

    selectivity factor () and the average retention factor(k) of A

    and B:

    I i R l ti

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    Improving Resolution

    For good resolution in separations,

    the three terms can be optimizedPoor

    Rs ~ 0.8

    Increase k

    Rs > 1.5

    Increase N

    Rs > 1.5

    Change

    Rs > 1.5

    k

    kNRs11

    4

    Change temperature (GC)

    Change MP composition (LC)

    Increasing N(number of plates)

    Lengthen column (GC)

    Decrease SP particle size (LC)

    Increasing (selectivity factor) Changing mobile phase

    Changing column temperature

    Changing stationary phase

    Increasing k(retention factor)